Junyi Chen

According to our database, Junyi Chen authored at least 51 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An edge-device-compatible algorithm for valvular heart diseases screening using phonocardiogram signals with a lightweight convolutional neural network and self-supervised learning.

Shichao Ma, Junyi Chen, Joshua W. K. Ho

Comput. Methods Programs Biomed., January, 2024

TN-MR: topic-aware neural network-based mobile application recommendation.

Junyi Chen, Buqing Cao, Zhenlian Peng, Ziming Xie, Shanpeng Liu, Qian Peng

Int. J. Web Inf. Syst., 2024

GVGEN: Text-to-3D Generation with Volumetric Representation.

Xianglong He, Junyi Chen, Sida Peng, Di Huang, Yangguang Li, Xiaoshui Huang, Chun Yuan, Wanli Ouyang, Tong He

CoRR, 2024

Longitudinal Functional Safety Analysis and Algorithm Design of Traffic Jam Pilot.

Lei He, Junyi Chen, Xiucai Zhang, Jun Li, Jingquan Tian

IEEE Access, 2024

Drive as Veteran: Fine-tuning of an Onboard Large Language Model for Highway Autonomous Driving.

Yujin Wang, Zhaoyan Huang, Quanfeng Liu, Yutong Zheng, Jinlong Hong, Junyi Chen, Lu Xiong, Bingzhao Gao, Hong Chen

Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE.

Junyi Chen, Longteng Guo, Jia Sun, Shuai Shao, Zehuan Yuan, Liang Lin, Dongyu Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Multiattention Mechanism 3D Object Detection Algorithm Based on RGB and LiDAR Fusion for Intelligent Driving.

Xiucai Zhang, Lei He, Junyi Chen, Baoyun Wang, Yuhai Wang, Yuanle Zhou

Sensors, October, 2023

LPN: Label-Enhanced Prototypical Network for Legal Judgment Prediction.

Junyi Chen, Yingjie Han, Xiabing Zhou, Hongying Zan, Qinglei Zhou

Entropy, October, 2023

On how data are partitioned in model development and evaluation: Confronting the elephant in the room to enhance model generalization.

Holger R. Maier, Feifei Zheng, Hoshin V. Gupta, Junyi Chen, Juliane Mai, Dragan A. Savic, Ralf Loritz, Wenyan Wu, Danlu Guo, Andrew Bennett, Anthony J. Jakeman, Saman Razavi, Jianshi Zhao

Environ. Model. Softw., September, 2023

On-Board Multi-Class Geospatial Object Detection Based on Convolutional Neural Network for High Resolution Remote Sensing Images.

Yanyun Shen, Di Liu, Junyi Chen, Zhipan Wang, Zhe Wang, Qingling Zhang

Remote. Sens., August, 2023

Analysis of Seismic Impact on Hailuogou Glacier after the 2022 Luding Ms 6.8 Earthquake, China, Using SAR Offset Tracking Technology.

Weile Li, Junyi Chen, Huiyan Lu, Congwei Yu, Yunfeng Shan, Zhigang Li, Xiujun Dong, Qiang Xu

Remote. Sens., March, 2023

A Survey on Large Language Models for Personalized and Explainable Recommendations.

Junyi Chen

CoRR, 2023

TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices.

Jianlei Yang, Jiacheng Liao, Fanding Lei, Meichen Liu, Junyi Chen, Lingkun Long, Han Wan, Bei Yu, Weisheng Zhao

CoRR, 2023

Hierarchical-level rain image generative model based on GAN.

Zhenyuan Liu, Tong Jia, Xingyu Xing, Jianfeng Wu, Junyi Chen

CoRR, 2023

Evolving Testing Scenario Generation Method and Intelligence Evaluation Framework for Automated Vehicles.

Yining Ma, Wei Jiang, Lingtong Zhang, Junyi Chen, Hong Wang, Chen Lv, Xuesong Wang, Lu Xiong

CoRR, 2023

PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.

Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Decision Making for Driving Agent in Traffic Simulation via Adversarial Inverse Reinforcement Learning.

Naiting Zhong, Junyi Chen, Yining Ma, Wei Jiang

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Generation Method of Unknown Unsafe Scenarios for Autonomous Vehicles.

Wei Jiang, Junyi Chen, Yining Ma, Lingtong Zhang, Naiting Zhong

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

An Anomaly Detection Framework for Propagation Networks Leveraging Deep Learning.

Yuewei Wu, Zhenyu Yu, Zhiqiang Zhang, Junyi Chen, Fulian Yin

Proceedings of the Digital Multimedia Communications, 2023

Self-Supervised Rumor Detection with Augmented Variational Graphs.

Leyuan Liu, Junyi Chen, Liu Yu, Fan Zhou

Proceedings of the IEEE Global Communications Conference, 2023

Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning.

Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Verification and Validation Methods for Decision-Making and Planning of Automated Vehicles: A Review.

Yining Ma, Chen Sun, Junyi Chen, Dongpu Cao, Lu Xiong

IEEE Trans. Intell. Veh., 2022

Mulan: A Multiple Residual Article-Wise Attention Network for Legal Judgment Prediction.

Junyi Chen, Lan Du, Ming Liu, Xiabing Zhou

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Three-dimensional hydrogeological modeling method and application based on TIN-GTP-TEN.

Liang He, Junru Zhang, Suozhong Chen, Manqing Hou, Junyi Chen

Earth Sci. Informatics, 2022

LAMBDA: Covering the Solution Set of Black-Box Inequality by Search Space Quantization.

Lihao Liu, Tianyue Feng, Xingyu Xing, Junyi Chen

CoRR, 2022

Solar Speckle Image Deblurring With Deep Prior Constraint Based on Regularization.

Yahui Jin, Murong Jiang, Lei Yang, Sizhong Zou, Linhao Deng, Junyi Chen

IEEE Access, 2022

Research on Performance Limitations of Visual-based Perception System for Autonomous Vehicle under Severe Weather Conditions.

Wei Jiang, Xingyu Xing, An Huang, Junyi Chen

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Risk Assessment Method for Driving Scenarios of Autonomous Vehicles Based on Drivable Area.

Xinzheng Wu, Xingyu Xing, Junyi Chen, Yong Shen, Lu Xiong

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Adaptive Optimization of Dynamic Heterogeneous Network Topologies: A Simulated Annealing Methodology.

Ming Zhuo, Peng Yang, Junyi Chen, Leyuan Liu, Chenrui Liu

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

BBAE: A Method for Few-Shot Charge Prediction with Data Augmentation and Neural Network.

Yingjie Han, Yuke Wang, Junyi Chen, Ailian Cao, Hongying Zan

Proceedings of the Chinese Lexical Semantics - 23rd Workshop, 2022

2021

Categorical Matrix Completion With Active Learning for High-Throughput Screening.

Junyi Chen, Junhui Hou, Ka-Chun Wong

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

RNCE: network integration with reciprocal neighbors contextual encoding for multi-modal drug community study on cancer targets.

Junyi Chen, Ka-Chun Wong

Briefings Bioinform., 2021

A Hazard Analysis Approach based on STPA and Finite State Machine for Autonomous Vehicles.

Xingyu Xing, Tangrui Zhou, Junyi Chen, Lu Xiong, Zhuoping Yu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Research on the Complexity Quantification Method of Driving Scenarios Based on Information Entropy.

Lingtong Zhang, Yining Ma, Xingyu Xing, Lu Xiong, Junyi Chen

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Lane Change Analysis and Prediction Using Mean Impact Value Method and Logistic Regression Model.

Yining Ma, Shiyao Song, Lingtong Zhang, Lu Xiong, Junyi Chen

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

Verbal aggression detection on Twitter comments: convolutional neural network for short-text sentiment analysis.

Junyi Chen, Shankai Yan, Ka-Chun Wong

Neural Comput. Appl., 2020

Infilling the missing values of groundwater level using time and space series: case of Nantong City, east coast of China.

Liang He, Suozhong Chen, Ying Liang, Manqin Hou, Junyi Chen

Earth Sci. Informatics, 2020

Towards an astronomical science platform: Experiences and lessons learned from Chinese Virtual Observatory.

Chenzhou Cui, Yihan Tao, Changhua Li, Dongwei Fan, Jian Xiao, Boliang He, Shanshan Li, Ce Yu, Linying Mi, Yunfei Xu, Jun Han, Sisi Yang, Yongheng Zhao, Yanjie Xue, Jinxin Hao, Liang Liu, Xiao Chen, Junyi Chen, Hailong Zhang

Astron. Comput., 2020

Study on Safety Analysis Method for Take-over System of Autonomous Vehicles**Research supported by the National Key Research and Development Program of China (Grant No. 2018YFB0105101; 2018YFB0105103).

Junyi Chen, Shan Wang, Tangrui Zhou, Lu Xiong, Xingyu Xing

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

A differential evolution algorithm with dual preferred learning mutation.

Meijun Duan, Hongyu Yang, Hong Liu, Junyi Chen

Appl. Intell., 2019

Charge Prediction with Legal Attention.

Qiaoben Bao, Hongying Zan, Peiyuan Gong, Junyi Chen, Yanghua Xiao

Proceedings of the Natural Language Processing and Chinese Computing, 2019

2018

Towards an Open Science Platform for the Evaluation of Data Fusion.

Weinan Huang, Junyi Chen, Lei Meng, David Lillis

CoRR, 2018

A hybrid architecture for astronomical computing.

Changhua Li, Chenzhou Cui, Boliang He, Dongwei Fan, Linying Mi, Shanshan Li, Sisi Yang, Yunfei Xu, Jun Han, Junyi Chen, Hailong Zhang, Ce Yu, Jian Xiao, Chuanjun Wang, Zihuang Cao, Yufeng Fan, Liang Liu, Xiao Chen, Wenming Song, Kangyu Du

CoRR, 2018

Surface Reconstruction Adopting Laser Plane of Linear Path System Registered by Parallel Constraint.

Guan Xu, Fang Chen, Xiaotao Li, Junyi Chen

IEEE Access, 2018

A Highly Efficient Method for Training Sample Selection in Remote Sensing Classification.

Chao Yang, Qingquan Li, Guofeng Wu, Junyi Chen

Proceedings of the 26th International Conference on Geoinformatics, 2018

Land Surface Temperature Retrieval and Result Analysis Based on Landsat Imagery in Dianchi Basin.

Junyi Chen, Suozhong Chen, Kun Yang, Chao Yang

Proceedings of the 26th International Conference on Geoinformatics, 2018

Construction of Word Sense Tagging Corpus.

Hongying Zan, Junyi Chen, Xiaoyu Cheng, Lingling Mu

Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

2017

3-D Reconstruction of Binocular Vision Using Distance Objective Generated From Two Pairs of Skew Projection Lines.

Guan Xu, Junyi Chen, Xiaotao Li

IEEE Access, 2017

2016

Design and Implement of Astronomical Cloud Computing Environment In China-VO.

Changhua Li, Chenzhou Cui, Linying Mi, Boliang He, Dongwei Fan, Shanshan Li, Sisi Yang, Yunfei Xu, Jun Han, Junyi Chen, Hailong Zhang, Ce Yu, Jian Xiao, Chuanjun Wang, Zihuang Cao, Yufeng Fan, Liang Liu, Xiao Chen, Wenming Song, Kangyu Du

Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015

Analysis of the relationship between land surface temperature and land cover types - A case study of Dianchi Basin.

Junyi Chen, Kun Yang, Yanhui Zhu, Fei Su

Proceedings of the 23rd International Conference on Geoinformatics, 2015

2012

Cervical spine finite element modeling of a six-year-old child.

Siping Huang, Shuming Pan, Qirong Du, Hongyan Wang, Junyi Chen

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012